title: Heart rate turbulence analysis based on photoplethysmography.
abstract: The goal of this paper is to determine whether the photoplethysmography (PPG) can replace the ECG-based detection of heart rate turbulence. Using the PPG, classification of ventricular premature beats (VPBs) is accomplished with a linear classifier. The two conventional parameters turbulence onset and slope are studied together with a recently introduced parameter characterizing turbulence shape. Performance is studied on a dataset with 4131 VPBs, recorded from a total of 27 patients in different clinical contexts (hemodialysis treatment, intensive care monitoring, and electrophysiological study). The sensitivity/specificity of VPB classification was found to be 90.5/99.9%, with an accuracy of 99.3%, suggesting that classification of VPBs can be reliable made from the PPG. The main difference between the two types of turbulence analysis stems from the fact that the pulse transit time varies largely immediately after the VPB. Out of the 22 patients which had a sufficient number of VPBs, the outcome of the ECG- and PPG-based analysis was identical in 21. It is concluded that the PPG may serve as a surrogate technique for the ECG in turbulence analysis.
authors.forename: Eduardo
authors.initials: E
authors.lastname: Gil
authors.forename: Pablo
authors.initials: P
authors.lastname: Laguna
authors.forename: Juan Pablo
authors.initials: JP
authors.lastname: Martínez
authors.forename: Óscar
authors.initials: Ó
authors.lastname: Barquero-Pérez
authors.forename: Arcadi
authors.initials: A
authors.lastname: García-Alberola
authors.forename: Leif
authors.initials: L
authors.lastname: Sörnmo
mesh_terms: D016208:Databases, Factual; D006339:Heart Rate / Q000502:physiology*; D006801:Humans; D008954:Models, Biological; D017156:Photoplethysmography / Q000379:methods*; D012680:Sensitivity and Specificity; D012815:Signal Processing, Computer-Assisted; D018879:Ventricular Premature Complexes / Q000175:diagnosis / Q000503:physiopathology*